├── .github └── workflows │ └── python-app.yml ├── .gitignore ├── LICENSE ├── README.md ├── docker-compose.yml ├── docker_images └── jupyter │ └── Dockerfile └── work ├── hyper_parameter_tuning.ipynb ├── non_stationarity_score.ipynb ├── p_mean.ipynb ├── richmanbtc_backtest.png └── tutorial.ipynb /.github/workflows/python-app.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/richmanbtc/mlbot_tutorial/HEAD/.github/workflows/python-app.yml -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | .ipynb_checkpoints 2 | *.pkl 3 | model*.xz 4 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/richmanbtc/mlbot_tutorial/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/richmanbtc/mlbot_tutorial/HEAD/README.md -------------------------------------------------------------------------------- /docker-compose.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/richmanbtc/mlbot_tutorial/HEAD/docker-compose.yml -------------------------------------------------------------------------------- /docker_images/jupyter/Dockerfile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/richmanbtc/mlbot_tutorial/HEAD/docker_images/jupyter/Dockerfile -------------------------------------------------------------------------------- /work/hyper_parameter_tuning.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/richmanbtc/mlbot_tutorial/HEAD/work/hyper_parameter_tuning.ipynb -------------------------------------------------------------------------------- /work/non_stationarity_score.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/richmanbtc/mlbot_tutorial/HEAD/work/non_stationarity_score.ipynb -------------------------------------------------------------------------------- /work/p_mean.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/richmanbtc/mlbot_tutorial/HEAD/work/p_mean.ipynb -------------------------------------------------------------------------------- /work/richmanbtc_backtest.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/richmanbtc/mlbot_tutorial/HEAD/work/richmanbtc_backtest.png -------------------------------------------------------------------------------- /work/tutorial.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/richmanbtc/mlbot_tutorial/HEAD/work/tutorial.ipynb --------------------------------------------------------------------------------